Single-cell chromatin accessibility profiling of acute myeloid leukemia reveals heterogeneous lineage composition upon therapy-resistance

被引:5
|
作者
Fan, Huihui [1 ,2 ]
Wang, Feng [3 ]
Zeng, Andy [4 ,5 ]
Murison, Alex [4 ,5 ]
Tomczak, Katarzyna [3 ]
Hao, Dapeng [3 ]
Jelloul, Fatima Zahra [6 ]
Wang, Bofei [7 ]
Barrodia, Praveen [3 ]
Liang, Shaoheng [8 ,11 ]
Chen, Ken [8 ]
Wang, Linghua [3 ]
Zhao, Zhongming [2 ,9 ]
Rai, Kunal [3 ]
Jain, Abhinav K. K. [10 ]
Dick, John [4 ,5 ]
Daver, Naval [7 ]
Futreal, Andy [3 ]
Abbas, Hussein A. A. [3 ,7 ]
机构
[1] Univ Texas Hlth Sci Ctr Houston, McGovern Med Sch, Dept Neurol, Houston, TX USA
[2] Univ Texas Hlth Sci Ctr Houston, Ctr Precis Hlth, Sch Biomed Informat, Houston, TX USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[4] Univ Hlth Network, Princess Margaret Canc Ctr, Toronto, ON M5S 1A8, Canada
[5] Univ Toronto, Dept Mol Genet, Toronto, ON, Canada
[6] Univ Texas M Anderson Canc Ctr, Dept Hematopathol, Houston, TX USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Leukemia, Houston, TX 77030 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX USA
[9] Univ Texas Hlth Sci Ctr Houston, Human Genet Ctr, Sch Publ Hlth, Houston, TX USA
[10] Univ Texas MD Anderson Canc Ctr, Dept Epigenet & Mol Carcinogenesis, Houston, TX USA
[11] Carnegie Mellon Univ, Sch Comp Sci, Computat Biol Dept, Pittsburgh, PA USA
关键词
GENE-EXPRESSION PROFILES; RNA-SEQ; STEM-CELLS; AML; AP-1; DIFFERENTIATION; PROGRAMS; CANCER; STATES; HOX;
D O I
10.1038/s42003-023-05120-6
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Acute myeloid leukemia (AML) is a heterogeneous disease characterized by high rate of therapy resistance. Since the cell of origin can impact response to therapy, it is crucial to understand the lineage composition of AML cells at time of therapy resistance. Here we leverage single-cell chromatin accessibility profiling of 22 AML bone marrow aspirates from eight patients at time of therapy resistance and following subsequent therapy to characterize their lineage landscape. Our findings reveal a complex lineage architecture of therapy-resistant AML cells that are primed for stem and progenitor lineages and spanning quiescent, activated and late stem cell/progenitor states. Remarkably, therapy-resistant AML cells are also composed of cells primed for differentiated myeloid, erythroid and even lymphoid lineages. The heterogeneous lineage composition persists following subsequent therapy, with early progenitor-driven features marking unfavorable prognosis in The Cancer Genome Atlas AML cohort. Pseudotime analysis further confirms the vast degree of heterogeneity driven by the dynamic changes in chromatin accessibility. Our findings suggest that therapy-resistant AML cells are characterized not only by stem and progenitor states, but also by a continuum of differentiated cellular lineages. The heterogeneity in lineages likely contributes to their therapy resistance by harboring different degrees of lineage-specific susceptibilities to therapy. Single cell ATAC-sequencing of human acute myeloid leukemia cells at the time of therapy resistance reveals a mix of stem cells, progenitors and differentiated erythroid, myeloid and lymphoid cells, a heterogeneity that may contribute to therapy resistance.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Profiling the genetic determinants of chromatin accessibility with scalable single-cell CRISPR screens
    Noa Liscovitch-Brauer
    Antonino Montalbano
    Jiale Deng
    Alejandro Méndez-Mancilla
    Hans-Hermann Wessels
    Nicholas G. Moss
    Chia-Yu Kung
    Akash Sookdeo
    Xinyi Guo
    Evan Geller
    Suma Jaini
    Peter Smibert
    Neville E. Sanjana
    Nature Biotechnology, 2021, 39 : 1270 - 1277
  • [32] Single-cell profiling of proteins and chromatin accessibility using PHAGE-ATAC
    Fiskin, Evgenij
    Lareau, Caleb A.
    Ludwig, Leif S.
    Eraslan, Gokcen
    Liu, Feimei
    Ring, Aaron M.
    Xavier, Ramnik J.
    Regev, Aviv
    NATURE BIOTECHNOLOGY, 2022, 40 (03) : 374 - +
  • [33] Profiling the genetic determinants of chromatin accessibility with scalable single-cell CRISPR screens
    Liscovitch-Brauer, Noa
    Montalbano, Antonino
    Deng, Jiale
    Mendez-Mancilla, Alejandro
    Wessels, Hans-Hermann
    Moss, Nicholas G.
    Kung, Chia-Yu
    Sookdeo, Akash
    Guo, Xinyi
    Geller, Evan
    Jaini, Suma
    Smibert, Peter
    Sanjana, Neville E.
    NATURE BIOTECHNOLOGY, 2021, 39 (10) : 1270 - +
  • [34] Dielectrophoretic Microfluidic Chip Enables Single-Cell Measurements for Multidrug Resistance in Heterogeneous Acute Myeloid Leukemia Patient Samples
    Khamenehfar, Avid
    Gandhi, Maher K.
    Chen, Yuchun
    Hogge, Donna E.
    Li, Paul C. H.
    ANALYTICAL CHEMISTRY, 2016, 88 (11) : 5680 - 5688
  • [35] Single-cell sequencing applications in acute myeloid leukemia
    Lecornec, Nicolas
    Duchmann, Matthieu
    Itzykson, Raphael
    LEUKEMIA & LYMPHOMA, 2025, 66 (02) : 175 - 189
  • [36] CHROMATIN ACCESSIBILITY ANALYSIS REVEALS EPIGENETIC EVOLUTION IS A COMMON MECHANISM OF RELAPSE IN ACUTE MYELOID LEUKEMIA
    Nuno, Kevin
    Azizi, Armon
    Kohnke, Thomas
    Lareau, Caleb
    Ediwirickrema, Asiri
    Corces, Ryan
    Majeti, Ravi
    EXPERIMENTAL HEMATOLOGY, 2022, 111 : S121 - S121
  • [37] Single-cell and chromatin accessibility profiling reveals regulatory programs of pathogenic Th2 cells in allergic asthma
    Khan, Matarr
    Alteneder, Marlis
    Reiter, Wolfgang
    Krausgruber, Thomas
    Dobnikar, Lina
    Madern, Moritz
    Waldherr, Monika
    Bock, Christoph
    Hartl, Markus
    Ellmeier, Wilfried
    Henriksson, Johan
    Boucheron, Nicole
    NATURE COMMUNICATIONS, 2025, 16 (01)
  • [38] Chromatin Accessibility Analysis Reveals Epigenetic Evolution Is a Common Mechanism of Relapse in Acute Myeloid Leukemia
    Nuno, Kevin A.
    Azizi, Armon
    Koehnke, Thomas
    Ediriwickrema, Asiri
    Corces, M. Ryan
    Majeti, Ravi
    BLOOD, 2021, 138
  • [39] Single-Cell Transcriptional Profiling of Acute Myeloid Leukemia Identifies Prognostic Transcriptional Profiles at Diagnosis
    Sachs, Karen
    Sarver, Aaron
    Noble-Orcutt, Klara
    Navis, Connor
    Hillesheim, Alexandria
    Nykaza, Ian
    Larue, Rebecca S.
    Hansen, Conner
    Temiz, Nuri
    Ngoc Ha
    Linden, Michael A.
    Largaespada, David A.
    Sachs, Zohar
    BLOOD, 2017, 130
  • [40] Comment to: Single-cell profiling reveals the trajectories of natural killer cell differentiation in bone marrow and a stress signature induced by acute myeloid leukemia
    Melsen, Janine E.
    Lugthart, Gertjan
    van Ostaijen-ten Dam, Monique M.
    Schilham, Marco W.
    CELLULAR & MOLECULAR IMMUNOLOGY, 2021, 18 (05) : 1348 - 1349